Understanding and Testing Generalization of Deep Networks on Out-of-Distribution Data.
Rui HuJitao SangJinqiang WangRui HuChaoquan JiangPublished in: CoRR (2021)
Keyphrases
- small number
- synthetic data
- image data
- data sources
- data sets
- data distribution
- computer systems
- probability distribution
- high quality
- data structure
- data analysis
- original data
- neural network
- data processing
- uniformly distributed
- complex data
- database
- training data
- data collection
- learning algorithm
- statistical analysis
- databases
- attribute values
- experimental data
- statistical methods
- raw data
- knowledge discovery
- end users
- multiple types
- probabilistic model